1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.7K

Stars

TypeScript

Language

71.2K

Lines of Code

565

Files

Pattern Hits

2026-10-31

Scan Date

0.01

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 5.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 79 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.1/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 5.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 75 finding(s).

PR Review Velocity Impact 7.4/100 · LOW

Which changes need focused human review? 82 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 3HIGH 0MEDIUM 0LOW 79

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 82 distinct pattern matches across 4 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers75 hits · 73 pts

Severity	File	Line	Snippet	Context
LOW	scripts/upgrade-deps.ts	96	async function getPackageJsonDependencies(	CODE
LOW	scripts/upgrade-deps.ts	145	function validateNoMultipleVersions(	CODE
LOW	packages/wxt/src/create-server.ts	194	function getExternalOutputDependencies(server: WxtDevServer) {	CODE
LOW	packages/wxt/src/zip.ts	197	function addOverridesToPackageJson(	CODE
LOW	packages/wxt/src/internal/validation.ts	29	function validateContentScriptEntrypoint(	CODE
LOW	packages/wxt/src/internal/find-entrypoints.ts	198	function preventDuplicateEntrypointNames(files: EntrypointInfo[]) {	CODE
LOW	packages/wxt/src/internal/find-entrypoints.ts	290	async function getUnlistedPageEntrypoint(	CODE
LOW	packages/wxt/src/internal/find-entrypoints.ts	303	async function getUnlistedScriptEntrypoint(	CODE
LOW	packages/wxt/src/internal/find-entrypoints.ts	336	async function getContentScriptEntrypoint(	CODE
LOW	packages/wxt/src/internal/runtime-env-entries.ts	53	export function getEntrypointRuntimeEnvEntries(entrypointName: string) {	CODE
LOW	packages/wxt/src/internal/transform.ts	50	function removeUnusedTopLevelVariables(mod: ProxifiedModule): number {	CODE
LOW	packages/wxt/src/internal/transform.ts	136	function removeUnusedTopLevelFunctions(mod: ProxifiedModule): number {	CODE
LOW	packages/wxt/src/internal/generate-wxt-dir.ts	144	function renderPublicPathUnionMember(entry: {	CODE
LOW	packages/wxt/src/internal/generate-wxt-dir.ts	253	async function getRuntimeEnvDeclarationEntry(): Promise<WxtDirFileEntry> {	CODE
LOW	packages/wxt/src/internal/manifest.ts	579	export function getContentScriptCssWebAccessibleResources(	CODE
LOW	packages/wxt/src/internal/manifest.ts	652	export function stripPathFromMatchPattern(pattern: string) {	CODE
LOW	packages/wxt/src/internal/manifest.ts	681	function moveHostPermissionsToPermissions(	CODE
LOW	packages/wxt/src/internal/detect-dev-changes.ts	142	export function getRelevantDevChangedFiles(	CODE
LOW	packages/wxt/src/internal/builders/vite/index.ts	431	export function getRunnerProfileWatchIgnores(	CODE
LOW	…ilders/vite/plugins/remove-entrypoint-main-function.ts	11	export function removeEntrypointMainFunction(	CODE
LOW	…s/wxt/src/internal/environments/browser-environment.ts	8	export function getBrowserEnvironmentGlobals(): EnvGlobals {	CODE
LOW	…wxt/src/internal/environments/extension-environment.ts	5	export function createExtensionEnvironment(): Environment {	CODE
LOW	…wxt/src/internal/environments/extension-environment.ts	9	export function getExtensionEnvironmentGlobals() {	CODE
LOW	packages/wxt/src/internal/builtin-modules/unimport.ts	72	async function getImportsDeclarationEntry(	CODE
LOW	…ges/wxt/src/internal/builtin-modules/escape-unicode.ts	39	function escapeNonCharacterUnicode(text: string): string {	CODE
LOW	packages/wxt/src/internal-utils/content-script-utils.ts	50	export function mapWxtOptionsToContentScript(	CODE
LOW	packages/wxt/src/internal-utils/content-script-utils.ts	70	export function mapWxtOptionsToRegisteredContentScript(	CODE
LOW	…ckages/wxt/src/virtual/utils/reload-content-scripts.ts	50	async function reloadManifestContentScriptNow(	CODE
LOW	…ckages/wxt/src/virtual/utils/reload-content-scripts.ts	108	async function reloadTabsForContentScript(contentScript: ContentScript) {	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	6147	function clearDefaultFixedFontSize(details?: { [key: string]: unknown }): Promise<void>;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	6148	function clearDefaultFixedFontSize(callback: () => void): void;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	6149	function clearDefaultFixedFontSize(	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	7122	function setAssistiveWindowButtonHighlighted(	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	7125	function setAssistiveWindowButtonHighlighted(	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	7135	function setCandidateWindowProperties(parameters: CandidateWindowParameter): Promise<boolean>;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	7136	function setCandidateWindowProperties(	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	10519	function getRegisteredContentScripts(filter?: ContentScriptFilter): Promise<RegisteredContentScript[]>;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	10520	function getRegisteredContentScripts(callback: (scripts: RegisteredContentScript[]) => void): void;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	10521	function getRegisteredContentScripts(	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	11336	function overscanCalibrationComplete(id: string): void;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	11346	function showNativeTouchCalibration(id: string): Promise<boolean>;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	11347	function showNativeTouchCalibration(id: string, callback: (success: boolean) => void): void;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	11355	function startCustomTouchCalibration(id: string): void;	CODE
LOW⚡	packages/browser/src/gen/index.d.ts	11364	function completeCustomTouchCalibration(pairs: TouchCalibrationPairQuad, bounds: Bounds): void;	CODE
LOW	packages/browser/src/gen/index.d.ts	3396	function registerRecorderExtensionPlugin(	CODE
LOW	packages/browser/src/gen/index.d.ts	4550	function getDeviceAnnotatedLocation(): Promise<string>;	CODE
LOW	packages/browser/src/gen/index.d.ts	4551	function getDeviceAnnotatedLocation(callback: (annotatedLocation: string) => void): void;	CODE
LOW	packages/browser/src/gen/index.d.ts	4602	function exitCurrentManagedGuestSession(): Promise<void>;	CODE
LOW	packages/browser/src/gen/index.d.ts	4603	function exitCurrentManagedGuestSession(callback: () => void): void;	CODE
LOW	packages/browser/src/gen/index.d.ts	4826	function isAllowedFileSchemeAccess(): Promise<boolean>;	CODE
LOW	packages/browser/src/gen/index.d.ts	4827	function isAllowedFileSchemeAccess(callback: (isAllowedAccess: boolean) => void): void;	CODE
LOW	packages/browser/src/gen/index.d.ts	7108	function setAssistiveWindowProperties(	CODE
LOW	packages/browser/src/gen/index.d.ts	7111	function setAssistiveWindowProperties(	CODE
LOW	packages/browser/src/gen/index.d.ts	7531	function getPermissionWarningsById(id: string): Promise<string[]>;	CODE
LOW	packages/browser/src/gen/index.d.ts	7532	function getPermissionWarningsById(id: string, callback: (permissionWarnings: string[]) => void): void;	CODE
LOW	packages/browser/src/gen/index.d.ts	7557	function getPermissionWarningsByManifest(manifestStr: string): Promise<string[]>;	CODE
LOW	packages/browser/src/gen/index.d.ts	7558	function getPermissionWarningsByManifest(	CODE
LOW	packages/browser/src/gen/index.d.ts	7685	function abortAndFallbackToNativeHandler(): Promise<void>;	CODE
LOW	packages/browser/src/gen/index.d.ts	7686	function abortAndFallbackToNativeHandler(callback: () => void): void;	CODE
LOW	packages/browser/src/gen/index.d.ts	8365	function verifyTLSServerCertificate(details: VerificationDetails): Promise<VerificationResult>;	CODE
15 more matches not shown…

Hallucination Indicators3 hits · 45 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	packages/auto-icons/src/__test__/index.test.ts	646	const manifestHook = mockWxt.hooks.hook.mock.calls.find(	CODE
CRITICAL⚡	packages/auto-icons/src/__test__/index.test.ts	649	const buildHook = mockWxt.hooks.hook.mock.calls.find(	CODE
CRITICAL⚡	packages/auto-icons/src/__test__/index.test.ts	652	const pathsHook = mockWxt.hooks.hook.mock.calls.find(	CODE

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	docs/assets/extension-showcase.yml	1	# Add extension entries to end of the list. On the website, extensions will be sorted by a combination of users and rati	COMMENT
LOW	scripts/benchmarks/browser-startup.sh	1	#!/bin/bash	COMMENT
LOW	…rc/virtual/content-script-isolated-world-entrypoint.ts	21		COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/list-unreleased-commits.sh	21	# Check if the package name is in the ignored directories list	COMMENT

wxt-dev/wxt

Open-Source Code Quality, Security and Technical Debt Review